We analyse the performance of a recursive Monte Carlo method for the Bayesian estimation of the static parameters of a discrete-time state-space Markov model. The algorithm employs two layers of ...

This is a preview. Log in through your library . Abstract We consider nonparametric estimation of the mean and covariance functions for functional/longitudinal data. Strong uniform convergence rates ...